├── .gitignore ├── LICENSE ├── README.md ├── data └── .gitignore ├── diagrams ├── architecture.dia ├── architecture.png └── images │ ├── 1.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ ├── 6.png │ ├── 7.png │ ├── 8.png │ ├── 9.png │ ├── g1.png │ ├── g2.png │ ├── g3.png │ ├── g4.png │ ├── g5.png │ ├── g6.png │ ├── g7.png │ ├── g8.png │ └── g9.png ├── literature ├── proGAN.pdf ├── stylegan.pdf └── stylegan_paper.pdf └── sourcecode ├── .gitignore ├── MSG_GAN ├── CustomLayers.py ├── FID │ ├── __init__.py │ ├── fid_score.py │ └── inception.py ├── GAN.py ├── Losses.py ├── __init__.py └── utils │ ├── __init__.py │ └── iter_utils.py ├── calculate_fid.py ├── calculate_inception_score.py ├── calculate_statistics.py ├── data_processing ├── DataLoader.py └── __init__.py ├── demo.py ├── downsampler.py ├── generate_fid_plot.py ├── generate_is_plot.py ├── generate_loss_plots.py ├── generate_multi_scale_samples.py ├── generate_multiple_fid_plots.py ├── generate_multiple_is_plots.py ├── generate_samples.py ├── latent_space_interpolation.py ├── pro_gan_calculate_fid.py ├── pro_gan_calculate_inception_score.py ├── show_real_images.py ├── show_single_image.py └── train.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/README.md -------------------------------------------------------------------------------- /data/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/data/.gitignore -------------------------------------------------------------------------------- /diagrams/architecture.dia: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/diagrams/architecture.dia -------------------------------------------------------------------------------- /diagrams/architecture.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/diagrams/architecture.png -------------------------------------------------------------------------------- /diagrams/images/1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/diagrams/images/1.png -------------------------------------------------------------------------------- /diagrams/images/2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/diagrams/images/2.png -------------------------------------------------------------------------------- /diagrams/images/3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/diagrams/images/3.png -------------------------------------------------------------------------------- /diagrams/images/4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/diagrams/images/4.png -------------------------------------------------------------------------------- /diagrams/images/5.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/diagrams/images/5.png -------------------------------------------------------------------------------- /diagrams/images/6.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/diagrams/images/6.png -------------------------------------------------------------------------------- /diagrams/images/7.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/diagrams/images/7.png -------------------------------------------------------------------------------- /diagrams/images/8.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/diagrams/images/8.png -------------------------------------------------------------------------------- /diagrams/images/9.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/diagrams/images/9.png -------------------------------------------------------------------------------- /diagrams/images/g1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/diagrams/images/g1.png -------------------------------------------------------------------------------- /diagrams/images/g2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/diagrams/images/g2.png -------------------------------------------------------------------------------- /diagrams/images/g3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/diagrams/images/g3.png -------------------------------------------------------------------------------- /diagrams/images/g4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/diagrams/images/g4.png -------------------------------------------------------------------------------- /diagrams/images/g5.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/diagrams/images/g5.png -------------------------------------------------------------------------------- /diagrams/images/g6.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/diagrams/images/g6.png -------------------------------------------------------------------------------- /diagrams/images/g7.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/diagrams/images/g7.png -------------------------------------------------------------------------------- /diagrams/images/g8.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/diagrams/images/g8.png -------------------------------------------------------------------------------- /diagrams/images/g9.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/diagrams/images/g9.png -------------------------------------------------------------------------------- /literature/proGAN.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/literature/proGAN.pdf -------------------------------------------------------------------------------- /literature/stylegan.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/literature/stylegan.pdf -------------------------------------------------------------------------------- /literature/stylegan_paper.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/literature/stylegan_paper.pdf -------------------------------------------------------------------------------- /sourcecode/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/.gitignore -------------------------------------------------------------------------------- /sourcecode/MSG_GAN/CustomLayers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/MSG_GAN/CustomLayers.py -------------------------------------------------------------------------------- /sourcecode/MSG_GAN/FID/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/MSG_GAN/FID/__init__.py -------------------------------------------------------------------------------- /sourcecode/MSG_GAN/FID/fid_score.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/MSG_GAN/FID/fid_score.py -------------------------------------------------------------------------------- /sourcecode/MSG_GAN/FID/inception.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/MSG_GAN/FID/inception.py -------------------------------------------------------------------------------- /sourcecode/MSG_GAN/GAN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/MSG_GAN/GAN.py -------------------------------------------------------------------------------- /sourcecode/MSG_GAN/Losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/MSG_GAN/Losses.py -------------------------------------------------------------------------------- /sourcecode/MSG_GAN/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/MSG_GAN/__init__.py -------------------------------------------------------------------------------- /sourcecode/MSG_GAN/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/MSG_GAN/utils/__init__.py -------------------------------------------------------------------------------- /sourcecode/MSG_GAN/utils/iter_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/MSG_GAN/utils/iter_utils.py -------------------------------------------------------------------------------- /sourcecode/calculate_fid.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/calculate_fid.py -------------------------------------------------------------------------------- /sourcecode/calculate_inception_score.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/calculate_inception_score.py -------------------------------------------------------------------------------- /sourcecode/calculate_statistics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/calculate_statistics.py -------------------------------------------------------------------------------- /sourcecode/data_processing/DataLoader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/data_processing/DataLoader.py -------------------------------------------------------------------------------- /sourcecode/data_processing/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/data_processing/__init__.py -------------------------------------------------------------------------------- /sourcecode/demo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/demo.py -------------------------------------------------------------------------------- /sourcecode/downsampler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/downsampler.py -------------------------------------------------------------------------------- /sourcecode/generate_fid_plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/generate_fid_plot.py -------------------------------------------------------------------------------- /sourcecode/generate_is_plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/generate_is_plot.py -------------------------------------------------------------------------------- /sourcecode/generate_loss_plots.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/generate_loss_plots.py -------------------------------------------------------------------------------- /sourcecode/generate_multi_scale_samples.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/generate_multi_scale_samples.py -------------------------------------------------------------------------------- /sourcecode/generate_multiple_fid_plots.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/generate_multiple_fid_plots.py -------------------------------------------------------------------------------- /sourcecode/generate_multiple_is_plots.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/generate_multiple_is_plots.py -------------------------------------------------------------------------------- /sourcecode/generate_samples.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/generate_samples.py -------------------------------------------------------------------------------- /sourcecode/latent_space_interpolation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/latent_space_interpolation.py -------------------------------------------------------------------------------- /sourcecode/pro_gan_calculate_fid.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/pro_gan_calculate_fid.py -------------------------------------------------------------------------------- /sourcecode/pro_gan_calculate_inception_score.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/pro_gan_calculate_inception_score.py -------------------------------------------------------------------------------- /sourcecode/show_real_images.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/show_real_images.py -------------------------------------------------------------------------------- /sourcecode/show_single_image.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/show_single_image.py -------------------------------------------------------------------------------- /sourcecode/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akanimax/big-discriminator-batch-spoofing-gan/HEAD/sourcecode/train.py --------------------------------------------------------------------------------